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# vectordatabase

Vector databases are purpose-built databases that are specialized to tackle the problems that arise when managing vector embeddings in production scenarios.

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Vector Databases 101: FAISS vs Pinecone
richard_abishai profile

Vector Databases 101: FAISS vs Pinecone

#ai #vectordatabase #python #langchain
2
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4 min read
S3 Vectors: 90% Cheaper Than Pinecone? Our Migration Guide
dineshelumalai profile

S3 Vectors: 90% Cheaper Than Pinecone? Our Migration Guide

#aws #vectordatabase #migration #s3
3
Comments
7 min read
How to Choose the Right Vector Database for Enterprise AI
riospablo profile

How to Choose the Right Vector Database for Enterprise AI

#vectordatabase #enterprise #ai
1
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4 min read
The Database Zoo: Vector Databases and High-Dimensional Search
gkoos profile

The Database Zoo: Vector Databases and High-Dimensional Search

#database #vectordatabase
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16 min read
Choosing Rowstore or Columnstore? How to Pick the Right Engine for Your Workload
aasawari_sahasrabuddhe_c6 profile

Choosing Rowstore or Columnstore? How to Pick the Right Engine for Your Workload

#database #vectordatabase #ai #singlestore
1
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10 min read
Launching your RAG system on AWS: CloudFront, Lambda, Bedrock & S3 Vectors
sergioestebance profile

Launching your RAG system on AWS: CloudFront, Lambda, Bedrock & S3 Vectors

#aws #bedrock #lambda #vectordatabase
5
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10 min read
Our RAG system failed to understand KPIs — Part 1: Metric retrieval design
junyoungmoon profile

Our RAG system failed to understand KPIs — Part 1: Metric retrieval design

#rag #systemdesign #vectordatabase #backend
4
Comments
5 min read
VectorDatabase Showdown 2025: Pinecone vs Qdrant vs Weaviate con Benchmarks Reales
abdessamad_ammi_202ac2bad profile

VectorDatabase Showdown 2025: Pinecone vs Qdrant vs Weaviate con Benchmarks Reales

#vectordatabase #machinelearning #rag #database
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3 min read
Signal-driven health monitoring for HNSW indices w/ pgvector
jake profile

Signal-driven health monitoring for HNSW indices w/ pgvector

#ai #vectordatabase #postgres #pgvector
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3 min read
Optimizing Milvus Standalone for Production: Achieving 70% Memory Reduction While Maintaining Performance
ashutosh_kumar_e87e14143e profile

Optimizing Milvus Standalone for Production: Achieving 70% Memory Reduction While Maintaining Performance

#milvus #vectordatabase #rag #ai
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3 min read
How S3 Vectors Work: A Friendly Guide to AWS’s New Vector Store
javokhir_s profile

How S3 Vectors Work: A Friendly Guide to AWS’s New Vector Store

#ai #aws #rag #vectordatabase
5
Comments 1
5 min read
Memory in AI Companions: Implementing Vector-Based Long-Term User State
nsfwcoders profile

Memory in AI Companions: Implementing Vector-Based Long-Term User State

#machinelearning #vectordatabase #llm
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3 min read
Building an Archaeology Matcher: A (Literal) Deep Dive Into Multimodal Vector Search
therish2050 profile

Building an Archaeology Matcher: A (Literal) Deep Dive Into Multimodal Vector Search

#symfony #php #ai #vectordatabase
8
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8 min read
Embeddings y RAG en aplicaciones web
jeanvittory profile

Embeddings y RAG en aplicaciones web

#openai #vectordatabase #ai #node
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8 min read
RAG is more than Vector Search
davidmezzetti profile

RAG is more than Vector Search

#ai #llm #rag #vectordatabase
1
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4 min read
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